Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max
rf 0.9709143 0.9336522
bt 0.9100281 0.7529974
maxnet 0.8262935 0.5070614
gam 0.7678312 0.4491484
glm 0.7350936 0.4118541

Variable Importance

Partial Dependence